Document Details
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a noticeable Windows bias. Windows-specific tools (Notepad, Command Prompt, PowerShell) are used exclusively or mentioned first throughout the setup and workflow. All file manipulation and project creation commands use Windows syntax (cmd, DEL, mkdir, Notepad), with no Linux equivalents provided. The PowerShell section is extensive and detailed, while there is no comparable Linux shell scripting guidance. The test environment is explicitly Windows 10, and readers are told to 'modify accordingly' for other environments, but no Linux-specific instructions or examples are given.
Recommendations
- Provide equivalent Linux shell commands (e.g., mkdir, rm, nano/vim for editing files) alongside Windows cmd examples.
- Include a Linux-based test environment example, or at least mention how to adapt the workflow for Linux users.
- Offer a Bash shell script alternative to the PowerShell module for uploading JARs and running jobs.
- Use cross-platform editors in examples (e.g., VS Code, nano, vim) rather than Notepad.
- Clearly indicate which commands are platform-specific and provide alternatives for both Windows and Linux.
- Consider reordering sections so that Linux instructions are not always secondary to Windows ones.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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